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Numerical investigation on the engraving process of a pyrotechnic actuator with an improved two-phase flow model of interior ballistic
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作者 Yue Li Cong Liu +1 位作者 Cheng Cheng Genghui Jiang 《Defence Technology(防务技术)》 2025年第4期120-132,共13页
By combining with an improved model on engraving process,a two-phase flow interior ballistic model has been proposed to accurately predict the flow and energy conversion behaviors of pyrotechnic actuators.Using comput... By combining with an improved model on engraving process,a two-phase flow interior ballistic model has been proposed to accurately predict the flow and energy conversion behaviors of pyrotechnic actuators.Using computational fluid dynamics(CFD),the two-phase flow and piston engraving characteristics of a pyrotechnic actuator are investigated.Initially,the current model was utilized to examine the intricate,multi-dimensional flow,and energy conversion characteristics of the propellant grains and combustion gas within the pyrotechnic actuator chamber.It was discovered that the combustion gas on the wall's constant transition from potential to kinetic energy,along with the combined effect of the propellant motion,are what create the pressure oscillation within the chamber.Additionally,a numerical analysis was conducted to determine the impact of various parameters on the pressure oscillation and piston motion,including pyrotechnic charge,pyrotechnic particle size,and chamber structural dimension.The findings show that decreasing the pyrotechnic charge will lower the terminal velocity,while increasing and decreasing the pyrotechnic particle size will reduce the pressure oscillation in the chamber.The pyrotechnic particle size has minimal bearing on the terminal velocity.The results of this investigation offer a trustworthy forecasting instrument for comprehending and creating pyrotechnic actuator designs. 展开更多
关键词 Pyrotechnic actuator Engraving process two-phase flow Pressure oscillation
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Numerical simulation and analysis of solid-liquid two-phase threedimensional unsteady flow in centrifugal slurry pump 被引量:17
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作者 吴波 汪西力 +1 位作者 LIU Hui 徐海良 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第8期3008-3016,共9页
Based on RNG k-ε turbulence model and sliding grid technique, solid-liquid two-phase three-dimensional(3-D) unsteady turbulence of full passage in slurry pump was simulated by means of Fluent software. The effects of... Based on RNG k-ε turbulence model and sliding grid technique, solid-liquid two-phase three-dimensional(3-D) unsteady turbulence of full passage in slurry pump was simulated by means of Fluent software. The effects of unsteady flow characteristics on solid-liquid two-phase flow and pump performance were researched under design condition. The results show that clocking effect has a significant influence on the flow in pump, and the fluctuation of flow velocity and pressure is obvious, particularly near the volute tongue, at the position of small sections of volute and within diffuser. Clocking effect has a more influence on liquid-phase than on solid-phase, and the wake-jet structure of relative velocity of solid-phase is less obvious than liquid-phase near the volute tongue and the impeller passage outlet. The fluctuation of relative velocity of solid-phase flow is 7.6% smaller than liquid-phase flow at the impeller outlet on circular path. Head and radial forces of the impeller are 8.1% and 85.7% of fluctuation, respectively. The results provide a theoretical basis for further research for turbulence, improving efficient, reducing the hydraulic losses and wear. Finally, field tests were carried out to verify the operation and wear of slurry pump. 展开更多
关键词 slurry pump solid-liquid two-phase flow unsteady flow 3-D full passage numerical simulation
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Oil–water two-phase flow pattern analysis with ERT based measurement and multivariate maximum Lyapunov exponent 被引量:9
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作者 谭超 王娜娜 董峰 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第1期240-248,共9页
Oil–water two-phase flow patterns in a horizontal pipe are analyzed with a 16-electrode electrical resistance tomography(ERT) system. The measurement data of the ERT are treated as a multivariate time-series, thus th... Oil–water two-phase flow patterns in a horizontal pipe are analyzed with a 16-electrode electrical resistance tomography(ERT) system. The measurement data of the ERT are treated as a multivariate time-series, thus the information extracted from each electrode represents the local phase distribution and fraction change at that location. The multivariate maximum Lyapunov exponent(MMLE) is extracted from the 16-dimension time-series to demonstrate the change of flow pattern versus the superficial velocity ratio of oil to water. The correlation dimension of the multivariate time-series is further introduced to jointly characterize and finally separate the flow patterns with MMLE. The change of flow patterns with superficial oil velocity at different water superficial velocities is studied with MMLE and correlation dimension, respectively, and the flow pattern transition can also be characterized with these two features. The proposed MMLE and correlation dimension map could effectively separate the flow patterns, thus is an effective tool for flow pattern identification and transition analysis. 展开更多
关键词 oil-water two-phase flow flow patterns electrical resistance tomography (ERT) multivariate time-series multivariate maximum Lyapunov exponent correlation dimension
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Numerical simulation of two-phase flow in fractured porous media using streamline simulation and IMPES methods and comparing results with a commercial software 被引量:7
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作者 Mahmoud Ahmadpour Majid Siavashi Mohammad Hossein Doranehgard 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第10期2630-2637,共8页
Streamline simulation is developed to simulate waterflooding in fractured reservoirs. Conventional reservoir simulation methods for fluid flow simulation in large and complex reservoirs are very costly and time consum... Streamline simulation is developed to simulate waterflooding in fractured reservoirs. Conventional reservoir simulation methods for fluid flow simulation in large and complex reservoirs are very costly and time consuming. In streamline method, transport equations are solved on one-dimensional streamlines to reduce the computation time with less memory for simulation. First, pressure equation is solved on an Eulerian grid and streamlines are traced. Defining the "time of flight", saturation equations are mapped and solved on streamlines. Finally, the results are mapped back on Eulerian grid and the process is repeated until the simulation end time. The waterflooding process is considered in a fractured reservoir using the dual porosity model. Afterwards, a computational code is developed to solve the same problem by the IMPES method and the results of streamline simulation are compared to those of the IMPES and a commercial software. Finally, the accuracy and efficiency of streamline simulator for simulation of two-phase flow in fractured reservoirs has been proved. 展开更多
关键词 two-phase flow porous media fractured reservoirs streamline simulation dual porosity implicit pressure-explicit saturation
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Flow pattern and pressure drop of gas-liquid two-phase swirl flow in a horizontal pipe 被引量:6
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作者 RAO Yong-chao DING Bo-yang +2 位作者 WANG Shu-li WANG Zi-wen ZHOU Shi-dong 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第9期2528-2542,共15页
The gas-liquid two-phase swirl flow can increase the gas-liquid two-phase contact area and enhance the heat and mass transfer efficiency between gas and liquid.The swirl flow has important practical application value ... The gas-liquid two-phase swirl flow can increase the gas-liquid two-phase contact area and enhance the heat and mass transfer efficiency between gas and liquid.The swirl flow has important practical application value for promoting gas hydrate formation and ensuring the flow safe of natural gas hydrate slurry.The experimental section was made of plexiglass pipe and the experimental medium was air and water.The flow pattern of the gas-liquid two-phase swirl flow in the horizontal pipe was divided,according to a high-definition camera and the overall characteristics of the gas-liquid interface.The flow pattern map of the gas-liquid two-phase swirl flow in a horizontal pipe was studied.The influence of the flow velocity and vane parameters on pressure drop was investigated.Two types of gas-liquid two-phase swirl flow pressure drop models was established.The homogeneous-phase and split-phase pressure drop models have good prediction on swirl bubble flow,swirl dispersed flow,swirl annular flow and swirl stratified flow,and the predictive error band is not more than 20%. 展开更多
关键词 swirl flow two-phase flow flow pattern swirl number pressure drop
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Reconstructing bubble profiles from gas-liquid two-phase flow data using agglomerative hierarchical clustering method 被引量:2
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作者 WU Dong-ling SONG Yan-po +1 位作者 PENG Xiao-qi GAO Dong-bo 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第8期2056-2067,共12页
The knowledge of bubble profiles in gas-liquid two-phase flows is crucial for analyzing the kinetic processes such as heat and mass transfer, and this knowledge is contained in field data obtained by surface-resolved ... The knowledge of bubble profiles in gas-liquid two-phase flows is crucial for analyzing the kinetic processes such as heat and mass transfer, and this knowledge is contained in field data obtained by surface-resolved computational fluid dynamics (CFD) simulations. To obtain this information, an efficient bubble profile reconstruction method based on an improved agglomerative hierarchical clustering (AHC) algorithm is proposed in this paper. The reconstruction method is featured by the implementations of a binary space division preprocessing, which aims to reduce the computational complexity, an adaptive linkage criterion, which guarantees the applicability of the AHC algorithm when dealing with datasets involving either non-uniform or distorted grids, and a stepwise execution strategy, which enables the separation of attached bubbles. To illustrate and verify this method, it was applied to dealing with 3 datasets, 2 of them with pre-specified spherical bubbles and the other obtained by a surface-resolved CFD simulation. Application results indicate that the proposed method is effective even when the data include some non-uniform and distortion. 展开更多
关键词 bubble profile reconstruction gas-liquid two-phase flow clustering method surface-resolved computational fluid dynamics (CFD) distorted bubble shape
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Identifying the enhancement mechanism of Al/MoO_(3) reactive multilayered films on the ignition ability of semiconductor bridge using a one-dimensional gas-solid two-phase flow model 被引量:1
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作者 Jianbing Xu Yuxuan Zhou +3 位作者 Yun Shen Yueting Wang Yinghua Ye Ruiqi Shen 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第3期168-179,共12页
Energetic Semiconductor bridge(ESCB)based on reactive multilayered films(RMFs)has a promising application in the miniature and intelligence of initiator and pyrotechnics device.Understanding the ignition enhancement m... Energetic Semiconductor bridge(ESCB)based on reactive multilayered films(RMFs)has a promising application in the miniature and intelligence of initiator and pyrotechnics device.Understanding the ignition enhancement mechanism of RMFs on semiconductor bridge(SCB)during the ignition process is crucial for the engineering and practical application of advanced initiator and pyrotechnics devices.In this study,a one-dimensional(1D)gas-solid two-phase flow ignition model was established to study the ignition process of ESCB to charge particles based on the reactivity of Al/MoO_(3) RMFs.In order to fully consider the coupled exothermic between the RMFs and the SCB plasma during the ignition process,the heat release of chemical reaction in RMFs was used as an internal heat source in this model.It is found that the exothermal reaction in RMFs improved the ignition performance of SCB.In the process of plasma rapid condensation with heat release,the product of RMFs enhanced the heat transfer process between the gas phase and the solid charge particle,which accelerated the expansion of hot plasma,and heated the solid charge particle as well as gas phase region with low temperature.In addition,it made up for pressure loss in the gas phase.During the plasma dissipation process,the exothermal chemical reaction in RMFs acted as the main heating source to heat the charge particle,making the surface temperature of the charge particle,gas pressure,and gas temperature rise continuously.This result may yield significant advantages in providing a universal ignition model for miniaturized ignition devices. 展开更多
关键词 Ignition enhancement mechanism 1D gas-solid two-phase flow Al/MoO_(3)reactive multilayered films Semiconductor bridge Miniaturized ignition device
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Numerical simulation of gas-liquid two-phase jet flow in air-bubble generator 被引量:4
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作者 陈文义 王静波 +2 位作者 姜楠 赵斌 王振东 《Journal of Central South University》 SCIE EI CAS 2008年第S1期140-144,共5页
Air-bubble generator is the key part of the self-inspiration type swirl flotation machines,whose flow field structure has a great effect on flotation.The multiphase volume of fluid(VOF),standard k-ε turbulent model a... Air-bubble generator is the key part of the self-inspiration type swirl flotation machines,whose flow field structure has a great effect on flotation.The multiphase volume of fluid(VOF),standard k-ε turbulent model and the SIMPLE method were chosen to simulate the present model;the first order upwind difference scheme was utilized to perform a discrete solution for momentum equation.The distributing law of the velocity,pressure,turbulent kinetic energy of every section along the flow direction of air-bubble generator was analyzed.The results indicate that the bubbles are heavily broken up in the middle cross section of throat sect and the entrance of diffuser sect along the flow direction,and the turbulent kinetic energy of diffuser sect is larger than the entrance of throat sect and mixing chamber. 展开更多
关键词 air-bubble GENERATOR NUMERICAL simulation flow field BREAKING
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Numerical study on two-phase flow in horizontal pipe
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作者 WU Yuting XU Kewei KIM Hyoungbum 《排灌机械工程学报》 EI CSCD 北大核心 2021年第4期379-385,425,共8页
Two-phase flow in a horizontal pipe was investigated by using numerical and experimental visualization methods.A horizontal pipe was built for qualitative and quantitative flow visualization.The length of horizontal p... Two-phase flow in a horizontal pipe was investigated by using numerical and experimental visualization methods.A horizontal pipe was built for qualitative and quantitative flow visualization.The length of horizontal pipe flow system was 9.5 m and the inner diameter was 51 mm.High-speed video method was used for the qualitative visualization and PIV method was applied for the quantitative visua-lization.The same geometry model was used for the numerical study.Three flow regimes including stratified flow,elongated bubble and slug flow field were generated and visualized by using numerical and experimental methods.The results show that the numerical simulation results are qualitatively si-milar to that of the experimental results.In addition,more quantitative results can be analyzed by numerical method.Development and decay process of slug flow was investigated,showing that the decay of slug heavily depends on the magnitude of nose velocity and its lasting time.It can also be found that the liquid superficial velocity plays a significant role in affecting the slug frequency.When keeping the gas superficial velocity constant,the frequency will increase with the liquid superficial velocity. 展开更多
关键词 two-phase flow CFD PIV slug flow slug frequency
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Three-dimensional CFD simulation of inlet structure flow in pumping station based on Eulerian solid- liquid two-phase flow model
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作者 Mi Zihao Zhou Daqing Mao Yuanting 《排灌机械工程学报》 EI CSCD 北大核心 2015年第6期494-498,共5页
Sediment deposition in the pumping station has a huge negative impact on unit operation.The three-dimensional CFD method has been used to simulate inlet structure flow in pumping station based on the Eulerian solid- l... Sediment deposition in the pumping station has a huge negative impact on unit operation.The three-dimensional CFD method has been used to simulate inlet structure flow in pumping station based on the Eulerian solid- liquid two-phase flow model. The numerical results of the preliminary scheme show that sediment deposition occurs in the forebay of pumping station because of poor flow pattern therein. In order to improve hydraulic configuration in the forebay,one modified measure reconstructs water diversion weir shape,and another measure sets a water retaining sill in the approach channel. The simulation results of the modified scheme prove that back flow in the forebay has been eliminated and the sediment deposition region has also been reduced. 展开更多
关键词 pumping station FOREBAY sediment deposition Eulerian two-phase flow model
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CFD studies of scraper built in SPA clarifying tank based on mixture solid-liquid two-phase flow model 被引量:1
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作者 CHEN Yu ZHOU Jianxu ZHANG Zhengyang 《排灌机械工程学报》 EI CSCD 北大核心 2018年第7期553-559,586,共8页
In the industrial process of producing the strong phosphoric acid(SPA),clarification of the solution is essential to the ultimate product.However,the large viscosity of sediment and the induced interface interaction r... In the industrial process of producing the strong phosphoric acid(SPA),clarification of the solution is essential to the ultimate product.However,the large viscosity of sediment and the induced interface interaction result in difficulties when the SPA is clarified.CFD numerical methodology was applied to simulate internal flow field and performance of the low speed scraper based on Mixture solidliquid two-phase flow model.Sediment deposition was generated by loading solid particles at the bottom of clarifying vessel.The moving mesh and RNG k-εmodel were used to simulate the rotational turbulent flow in clarifying tank.Variables studied,amongst others,were the scraper rotation speed and the mounting height,which could affect the solid suspension height.Features of flow field and solid volume fraction distribution in computational domain were presented and analyzed.The numerical reports of the scraper torque and velocities of inlet and outlet filed were obtained.It seems the torque value of rotatio-nal axis and particle suspending height augment with an increasing rotating speed.Meanwhile,a high revolving speed is good for the deposition discharge.The particle fraction distribution in meridional surface and horizontal surface at fixed rotation speed were analyzed to determine the corresponding optimal installation height.The simulating results reflect the flow field is marginally stirred by the scraper and proper working parameters are obtained,in which case the comprehensive properties of the scraper and the clarifying tank are superior. 展开更多
关键词 strong phosphoric acid clarifying TANK SCRAPER MIXTURE two-phase model GRANULAR SUSPENSION computational fluid dynamics
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Equations of two-phase flow in spray chamber
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作者 李新禹 张志红 +1 位作者 金星 徐杰 《Journal of Central South University》 SCIE EI CAS 2009年第S1期140-144,共5页
The downstream water-air heat and moisture transfer system in a moving coordinate was studied. The relationship between the diameter of the misted droplets and the spray pressure was determined. Based on the theory of... The downstream water-air heat and moisture transfer system in a moving coordinate was studied. The relationship between the diameter of the misted droplets and the spray pressure was determined. Based on the theory of the relative velocity,the two-phase flow mode of the spray chamber and the efficiency equation for heat and moisture exchange were established. Corrections were carried out for the efficiency equation with spray pressure of 157 kPa. The results show that the pressure plays an important part in determining the efficiency of heat and moisture exchange. When the spray pressure is less than 157 kPa,better coincidence is noticed between the theoretical analysis and the test results with the error less than 6%. Greater error will be resulted in the case when the spray pressure is beyond 157 kPa. After the correction treatment,the coincidence between the theoretical and the experimental results is greatly improved. 展开更多
关键词 SPRAY CHAMBER two-phase flow heat and MOISTURE EXCHANGE
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The role of isolators in two-phase kerosene/air rotating detonation engines
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作者 Wenbo Cao Fang Wang +1 位作者 Chunsheng Weng Huangwei Zhang 《Defence Technology(防务技术)》 2025年第7期260-274,共15页
In this study, the three-dimensional non-premixed two-phase kerosene/air rotating detonation engines with different isolator configurations and throat area ratios are simulated by the Eulerian-Lagrangian method. The e... In this study, the three-dimensional non-premixed two-phase kerosene/air rotating detonation engines with different isolator configurations and throat area ratios are simulated by the Eulerian-Lagrangian method. The effects of the divergence, straight, and convergence isolators on the rotating detonation wave dynamics and the upstream oblique shock wave propagation mechanism are analyzed. The differences in the rotating detonation wave behaviors between ground and flight operations are clarified.The results indicate that the propagation regimes of the upstream oblique shock wave depend on the isolator configurations and operation conditions. With a divergence isolator, the airflow is accelerated throughout the isolator and divergence section, leading to a maximum Mach number(~1.8) before the normal shock. The total pressure loss reaches the largest, and the detonation pressure drops. The upstream oblique shock wave can be suppressed within the divergence section with the divergence isolator.However, for the straight and convergence isolators, the airflow in the isolator with a larger ψ_(1)(0.3 and0.4) can suffer from the disturbance of the upstream oblique shock wave. The critical incident angle is around 39° at ground operation conditions. The upstream oblique shock wave tends to be suppressed when the engine operates under flight operation conditions. The critical pressure ratio β_(cr0) is found to be able to help in distinguishing the propagation regimes of the upstream oblique shock wave. Slightly below or above the β_(cr0) can obtain different marginal propagation results. The high-speed airflow in the divergence section affects the fuel droplet penetration distance, which deteriorates the reactant mixing and the detonation area. Significant detonation velocity deficits are observed and the maximum velocity deficit reaches 26%. The results indicate the engine channel design should adopt different isolator configurations based on the purpose of total pressure loss or disturbance suppression. This study can provide useful guidance for the channel design of a more complete two-phase rotating detonation engine. 展开更多
关键词 Rotating detonation two-phase ISOLATOR Upstream oblique shock wave
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Prediction of shear bands in sand based on granular flow model and two-phase equilibrium
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作者 张义同 齐德瑄 +1 位作者 杜如虚 任述光 《Journal of Central South University》 SCIE EI CAS 2008年第S1期316-321,共6页
In contrast to the traditional interpretation of shear bands in sand as a bifurcation problem in continuum mechanics,shear bands in sand are considered as high-strain phase(plastic phase) of sand and the materials out... In contrast to the traditional interpretation of shear bands in sand as a bifurcation problem in continuum mechanics,shear bands in sand are considered as high-strain phase(plastic phase) of sand and the materials outside the bands are still in low-strain phase(elastic phase),namely,the two phases of sand can coexist under certain condition.As a one-dimensional example,the results show that,for materials with strain-softening behavior,the two-phase solution is a stable branch of solutions,but the method to find two-phase solutions is very different from the one for bifurcation analysis.The theory of multi-phase equilibrium and the slow plastic flow model are applied to predict the formation and patterns of shear bands in sand specimens,discontinuity of deformation gradient and stress across interfaces between shear bands and other regions is considered,the continuity of displacements and traction across interfaces is imposed,and the Maxwell relation is satisfied.The governing equations are deduced.The critical stress for the formation of a shear band,both the stresses and strains inside the band and outside the band,and the inclination angle of the band can all be predicted.The predicted results are consistent with experimental measurements. 展开更多
关键词 strain localization locally-deformed BANDS shear BANDS two-phase equilibrium GRANULAR model of SAND
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混合FlowShop的调度仿真系统及其算法分析 被引量:4
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作者 陈玉旺 杨根科 《系统仿真学报》 CAS CSCD 2004年第10期2161-2164,共4页
研究了混合FlowShop的调度问题,调度目标为最小化工件的最大完成时间。文中给出了调度仿真系统的设计,系统由数据库、算法和控制中心用户接口三个模块组成;在算法模块中,排序算法包括了由FlowShop扩展到混合FlowShop的多数算法,设备分... 研究了混合FlowShop的调度问题,调度目标为最小化工件的最大完成时间。文中给出了调度仿真系统的设计,系统由数据库、算法和控制中心用户接口三个模块组成;在算法模块中,排序算法包括了由FlowShop扩展到混合FlowShop的多数算法,设备分配采用最先可用机器优先规则。另外,基于CDS虚拟机和Palmer斜度指标的启发式算法,提出了一种改进的CDS算法用于工件排序。在正在开发的混合FlowShop调度仿真系统中实现了上述所有算法,仿真分析表明改进的CDS算法优于其他启发式算法。 展开更多
关键词 混合flow SHOP 调度 启发式算法 最大完工时间
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基于FlowSIM的动态交通分配系统离线参数标定研究(英) 被引量:1
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作者 贾宇涵 吴建平 +2 位作者 许明 刘明宇 何磊 《系统仿真学报》 CAS CSCD 北大核心 2017年第9期2198-2205,共8页
交通拥堵已经成为最严重的城市问题之一,而先进的动态交通分配系统能够用来缓解日益严重的交通拥堵。因此,动态交通分配系统的参数标定问题一直以来都是研究领域内的热点。结合微观交通仿真系统Flow SIM,利用扩展卡尔曼滤波和无迹卡尔... 交通拥堵已经成为最严重的城市问题之一,而先进的动态交通分配系统能够用来缓解日益严重的交通拥堵。因此,动态交通分配系统的参数标定问题一直以来都是研究领域内的热点。结合微观交通仿真系统Flow SIM,利用扩展卡尔曼滤波和无迹卡尔曼滤波算法,对动态交通分配系统的离线参数标定问题进行了实例研究。结果表明,两种求解算法都能够很好的实现标定功能,其中无迹卡尔曼滤波优于扩展卡尔曼滤波。研究表明,Flow SIM能够很好的应用于交通系统的参数标定及其相关研究中。 展开更多
关键词 动态交通分配 扩展卡尔曼滤波 无迹卡尔曼滤波 flow SIM仿真
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FlowShop成组排序问题的调度算法设计及其界的估计
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作者 程贞敏 谷云东 徐德华 《北京师范大学学报(自然科学版)》 CAS CSCD 北大核心 2007年第1期16-19,共4页
讨论Flow Shop成组排序问题F2|prmu,s,pkij=pij,GT|∑wjcj.基于WSPT规则,给出求解该问题的一个启发式算法,并证明2是该算法的一个上界.
关键词 flow SHOP 成组排序 加权总完工时间 启发式算法
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改进协同粒子群优化算法及其在FlowShop调度中的应用 被引量:10
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作者 虞斌能 焦斌 顾幸生 《华东理工大学学报(自然科学版)》 CAS CSCD 北大核心 2009年第3期468-474,共7页
针对协同粒子群优化算法存在的停滞现象,提出了一种改进的协同粒子群优化算法。采用优化法的子群协作方式,既保证了收敛速率,又可以防止陷入局部最优。同时引入综合学习策略,增加种群的多样性,防止种群出现停滞现象。在此基础上,又加入... 针对协同粒子群优化算法存在的停滞现象,提出了一种改进的协同粒子群优化算法。采用优化法的子群协作方式,既保证了收敛速率,又可以防止陷入局部最优。同时引入综合学习策略,增加种群的多样性,防止种群出现停滞现象。在此基础上,又加入了扰动机制,进一步避免算法陷入局部最优。采用该算法对3个经典函数进行测试,并将其应用于Flow Shop调度问题,仿真实验结果表明:新算法有效克服了停滞现象,增强了全局搜索能力,比基本协同粒子群优化算法的优化性能更好。 展开更多
关键词 粒子群优化算法 协同 优化 flowshop调度
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仿真软件FLOWSIM及其在交通管理评价中的应用研究(英文) 被引量:2
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作者 贾宇涵 吴建平 +1 位作者 杜怡曼 奇格奇 《系统仿真学报》 CAS CSCD 北大核心 2014年第10期2529-2534,共6页
近年来我国机动车保有量持续飞速增加,已经远远超出了城市路网所能承受的范围,导致大型城市中交通拥堵、交通事故和交通污染等情况十分严重。针对大型城市交通问题不断增多的现状,以微观交通仿真软件FLOWSIM为例,介绍了仿真系统在城市... 近年来我国机动车保有量持续飞速增加,已经远远超出了城市路网所能承受的范围,导致大型城市中交通拥堵、交通事故和交通污染等情况十分严重。针对大型城市交通问题不断增多的现状,以微观交通仿真软件FLOWSIM为例,介绍了仿真系统在城市交通管理中的应用。该软件可以准确模拟我国城市交通中机动车、非机动车和行人混合行驶的现象,同时对FLOWSIM的使用方法与模型原理也进行了详细的描述。并且以具体交叉口为例,分析了该软件在城市交通管理与组织中的实际应用,其中重点介绍了中小型城市混合交通流管理和大城市在线实时交通评价功能。通过理论描述和案例分析,为大型城市解决交通问题提供了新思路和新方法。 展开更多
关键词 微观交通仿真 flowsIM仿真软件 混合交通流 交叉口管理评价
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基于动态阈值神经网络模型的FlowShop排序研究 被引量:1
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作者 李国富 叶飞帆 《机电工程》 CAS 2001年第2期54-57,共4页
根据神经元的动作特征 ,提出了一种基于动态阈值的神经网络模型 ,用于求解FlowShop排序问题 ,研究表明 ,这种模型能简化网络运行的中间过程 ,修正二值输出函数的性能 ,模型复杂性的降低使收敛速度和有效性得到了较好的改善。模型具有的... 根据神经元的动作特征 ,提出了一种基于动态阈值的神经网络模型 ,用于求解FlowShop排序问题 ,研究表明 ,这种模型能简化网络运行的中间过程 ,修正二值输出函数的性能 ,模型复杂性的降低使收敛速度和有效性得到了较好的改善。模型具有的模拟退火效果使系统跳出局部最优而收敛于全局最优的可能性增大。 展开更多
关键词 动态阈值 神经网络 flowshop排序问题 模糊理论
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